the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Ideas and perspectives: Alleviation of functional limitation by soil organisms is key to climate feedbacks from northern soils
Gesche Blume-Werry
Jonatan Klaminder
Eveline J. Krab
Sylvain Monteux
Abstract. Northern soils play an important role in Earth’s climate system as they store large amounts of carbon that, if released, could strongly increase greenhouse gas levels in our atmosphere. Most research to date has focused on how the turnover of organic matter in these soils is regulated by abiotic factors and few studies have considered the potential role of biotic regulation. Here, we claim that soil organisms’ presence or absence is key to understanding and predicting future climate feedbacks from northern soils. We propose that the arrival of soil organisms with currently ‘missing traits’, i.e., properties that the present community does not have, can alleviate functional limitation and result in greatly enhanced decomposition rates, in parity with effects predicted due to increasing temperatures. We base this argument on a series of emerging evidence suggesting that the dispersal of until-then absent micro-, meso- and macro-organisms (i.e., microbes and invertebrate soil fauna) into new regions and newly-thawed soil layers can drastically affect soil functioning. These new observations make us question the current view that neglects organism driven ‘alleviation effects’ when predicting the future feedbacks between northern ecosystems and our planets’ climate. We therefore advocate for an updated framework in which soil biota and their traits become essential when predicting the fate of soil functions in warming northern ecosystems.
Gesche Blume-Werry et al.
Status: final response (author comments only)
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RC1: 'Comment on bg-2022-215', Anonymous Referee #1, 12 Dec 2022
This manuscript presents perspective ideas about the future role of soil fauna in northern areas, where permafrost is melting, making large pools of carbon accessible to decomposers. This is obviously an important topic that deserves more attention, efforts so far having been done mostly on the abiotic component of the issue.
Being an important topic, the proposed perspectives have already been presented in the ecological literature and I am afraid that the manuscript only brings little novelty.For example, a core idea of the MS is that novel traits will bring new ecological functions, but this has been previously proposed (1) and applied to North American boreal regions (2). The fact that soil organisms need to be better integrated in C models has also been highlighted eg (3, 4). Perhaps the most innovative part is the criticism of existing experiments (part 2), but I am not sure that Biogeosciences targets the researchers doing such types of experiments.
The 4th part proposes two simplistic scenarios, overlooking important mechanisms such as vegetation dynamics and its links with soil fauna, competitive exclusion in the context of tradeoffs between competition and colonization and climate change(5) , interactions network rewiring (6) and so on. It also does not separate short term from long term dynamics C and community dynamics, which can be quite different and interact with fires . The possibilities of non linear behaviors with tipping points is also barely mentioned whereas it is a central question (e.g. the provocative compost bomb hypothesis (7)). I think it would be more reasonable to change part 4 and say that we have no real clues about how it will evolve, but mention a number of mechanisms that might play an important role, based on a more thorough literature search beyond soil organisms (for which the manuscript does a good job) and highlight a few key perspectives that need to be explored, at the interface between environment and ecology (= the scope of this journal).
specific comments
L15 perhaps change “missing traits” with “novel traits” ?
L 18 "micro-organisms”, not “microbes”
L 29 soil property “state”, not “property”
L33 and and the trait matching between decomposers and ressources (eg (8))
L40-44 this has been discussed in (9)
L55 “dispersal” not “dispersion”
L 85 see (2)
L 87 see (10) which show temporal dynamics of worms
L176 “projections” not “predictions”
L185 : competive exclusion may lead to low biodiversity dominated by few species, your point is not obvious.
L195-197 : the point here is the ecological niche (thermal niche), not the distribution (limited by dispersal and ecological niche)
L229 the feedback is barely mentioned in the MS
L251 really close from the figure in (11) perhaps mention it?
Figure 2 : Sorry, I don’t really understand what is the message there.
References cited
1. D. A. Wardle, R. D. Bardgett, R. M. Callaway, W. H. Van der Putten, Terrestrial Ecosystem Responses to Species Gains and Losses. Science 332, 1273–1277 (2011).
2. J. Mathieu, J. W. Reynolds, C. Fragoso, E. Hadly, Global worming: massive invasion of North America by earthworms revealed. bioRxiv, 2022.06.27.497722 (2022).
3. J. Filser, et al., Soil fauna: key to new carbon models. SOIL 2, 565–582 (2016).
4. M. A. Bradford, et al., Managing uncertainty in soil carbon feedbacks to climate change. Nature Clim Change 6, 751–758 (2016).
5. S. E. Gilman, M. C. Urban, J. Tewksbury, G. W. Gilchrist, R. D. Holt, A framework for community interactions under climate change. Trends in Ecology & Evolution 25, 325–331 (2010).
6. G. Woodward, et al., Ecological Networks in a Changing Climate. Advances in Ecological Research 42, 72–138 (2010).
7. S. Wieczorek, P. Ashwin, C. M. Luke, P. M. Cox, Excitability in ramped systems: the compost-bomb instability. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 467, 1243–1269 (2011).
8. N. Lustenhouwer, et al., A trait-based understanding of wood decomposition by fungi. Proceedings of the National Academy of Sciences 117, 11551–11558 (2020).
9. J. Mathieu, J. T. Davies, Glaciation as an historical filter of below-ground biodiversity, Journal of Biogeography. Journal of Biogeography 41, 1204–1214 (2014).
10. O. Moine, et al., The impact of Last Glacial climate variability in west-European loess revealed by radiocarbon dating of fossil earthworm granules. Proceedings of the National Academy of Sciences 114, 6209–6214 (2017).
11. T. W. Crowther, et al., The global soil community and its influence on biogeochemistry. Science 365 (2019).Citation: https://doi.org/10.5194/bg-2022-215-RC1 -
AC1: 'Reply on RC1', Gesche Blume-Werry, 25 Jan 2023
This manuscript presents perspective ideas about the future role of soil fauna in northern areas, where permafrost is melting, making large pools of carbon accessible to decomposers. This is obviously an important topic that deserves more attention, efforts so far having been done mostly on the abiotic component of the issue.
Being an important topic, the proposed perspectives have already been presented in the ecological literature and I am afraid that the manuscript only brings little novelty.
For example, a core idea of the MS is that novel traits will bring new ecological functions, but this has been previously proposed (1) and applied to North American boreal regions (2). The fact that soil organisms need to be better integrated in C models has also been highlighted eg (3, 4). Perhaps the most innovative part is the criticism of existing experiments (part 2), but I am not sure that Biogeosciences targets the researchers doing such types of experiments.
REPLY:
Thank you for your comments and for agreeing that it is an important topic that deserves more attention. However, we disagree with the notion that this manuscript does not add novelty. Hereto, we want to highlight four things:
- The listed references do not focus on the Arctic biome as our perspective paper does. The geographic and environmental settings in the Arctic are unique and extrapolating ecological theory outlined for temperate and boreal ecosystems in North America is not straightforward, notably due to the absence of not only burrowing earthworms but other entire clades or even kingdoms in some arctic soil environments.
- Though it is quite well-known in general that soil fauna are important for decomposition rates, the arrival of novel organisms with unique traits in arctic soils has not gotten a lot of attention. To a biogeochemist working in arctic ecosystems, the fact that these traits are not static ecosystem properties (and that they may be present in the future) will be new. This is highlighted by the experimental basis on which many predicted models are based: as we mention in our paper, carbon-cycling feedback predictions from northern soils are largely based on incubations or warming experiments in which the soil faunal community is not manipulated. These are the papers that address carbon source/sink functions of arctic tundra under future climate scenarios and that very clearly are a target audience for Biogeosciences readers, as exemplified by the multiple permafrost incubation or in situ studies not accounting for changes in soil fauna published last year in Biogeosciences (e.g., Heffernan et al., 2022; Laurent et al., 2022; Gil et al., 2022; Mauclet et al., 2022; Fischer et al., 2022). Our intention with this perspectives paper is to reach the wider geosciences community who may not be aware of the critical role of particular groups of decomposers in soil processes, or of their absence in arctic soils.
- Our focus in this perspectives piece is that we do not yet know how newly-arriving soil fauna will change process rates in northern soils, but that recent, and thus, not previously discussed direct empirical evidence for ‘trait decomposition effects’ in Arctic soils, suggesting that effects could be large. To be able to improve C models by including soil fauna responses we need quantitative evidence that can only be derived from experimental studies in the relevant environment, which we advocate for. We believe this topic deserves more attention and hope to spark this attention with this manuscript.
- The reviewer #1 is right that there are many studies of earthworm invasions in North America and we also cite such studies. Importantly, that literature is heavily dominated by studies on earthworms and not other soil organisms relevant for the arctic (collembola, bacteria etc). Therefore, it is important that we widen the scope to raise that also other soil fauna can spread to new locations and soil depths with far-reaching ecosystem consequences.
The 4th part proposes two simplistic scenarios, overlooking important mechanisms such as vegetation dynamics and its links with soil fauna, competitive exclusion in the context of tradeoffs between competition and colonization and climate change(5) , interactions network rewiring (6) and so on. It also does not separate short term from long term dynamics C and community dynamics, which can be quite different and interact with fires . The possibilities of non linear behaviors with tipping points is also barely mentioned whereas it is a central question (e.g. the provocative compost bomb hypothesis (7)). I think it would be more reasonable to change part 4 and say that we have no real clues about how it will evolve, but mention a number of mechanisms that might play an important role, based on a more thorough literature search beyond soil organisms (for which the manuscript does a good job) and highlight a few key perspectives that need to be explored, at the interface between environment and ecology (= the scope of this journal).
REPLY:
Yes, our scenarios are indeed very much simplified and intentionally so. Our aim is to introduce a framework that it easy to understand and sparking interest in the readers of Biogeosciences. If asked for a revision, we can add some complexity in line with the reviewer comment in the manuscript text.
specific comments
L15 perhaps change “missing traits” with “novel traits” ?
REPLY: Done.
L 18 "micro-organisms”, not “microbes”
REPLY: Changed to “(i.e., from bacteria to earthworms)”.
L 29 soil property “state”, not “property”REPLY: Changed to ‘soil feature’.
L33 and and the trait matching between decomposers and ressources (eg (8))REPLY: Added “, and the matching of traits between decomposers and available resources (Lustenhouwer et al., 2020), ” to the sentence.
L40-44 this has been discussed in (9)REPLY: Added “[Nevertheless], the presence of species traits can also be shaped by glacial history (Mathieu and Davies, 2014), and”
L55 “dispersal” not “dispersion”REPLY: Changed accordingly.
L 85 see (2)REPLY: We can add this preprint to our references for statements that earthworms and probably also other soil fauna can be invasive species with potentially large impacts on ecosystem processes.
L 87 see (10) which show temporal dynamics of wormsREPLY: While ref (10) cannot assess migration patterns of earthworms with their approach, it does indeed show that earthworms have survived in Arctic climates, and we can add the paper accordingly.
L176 “projections” not “predictions”REPLY: Changed accordingly.
L185 : competive exclusion may lead to low biodiversity dominated by few species, your point is not obvious.REPLY: We are not quite sure what the Reviewer means here. Is it that with competitive exclusion there would be no change in effect traits present in the soil community? This seems unlikely as even with competitive exclusion one could reasonably assume that there would be a shift from primarily stress-tolerant and survival focused species to those with a high functional performance (see for example Crowther et al. 2019).
L195-197 : the point here is the ecological niche (thermal niche), not the distribution (limited by dispersal and ecological niche)
REPLY: Added “, that is their current distribution does not reflect a simple thermal niche” at the end of the next sentence (to add the niche concept here).
L229 the feedback is barely mentioned in the MSREPLY: We discuss decomposition rates and GHG emissions, i.e. the feedback from northern soils to the global climate, throughout the ms, for example in ll. 32-35, 36-38, 49-54, 60-62, 67, 104-105, 112-114, 118, 125-126, 132-135, 138-139, 145-150, 153-158, 158-162, 163-165, 175-177, 194-195.
L251 really close from the figure in (11) perhaps mention it?REPLY: Yes, good idea. We will add that this figure is inspired by Crowther et al., but created with updated data sources (see main text) and including currently and future frozen carbon pools – a distinction that we find very important in discussing the potential fate of soil C in the Arctic.
Figure 2 : Sorry, I don’t really understand what is the message there.REPLY: This is the figure corresponding to the text part 4, see above. We will rework figure 2 for more clarity in an eventual revision process, as suggested by Reviewer 2.
References cited
1. D. A. Wardle, R. D. Bardgett, R. M. Callaway, W. H. Van der Putten, Terrestrial Ecosystem Responses to Species Gains and Losses. Science 332, 1273–1277 (2011).
2. J. Mathieu, J. W. Reynolds, C. Fragoso, E. Hadly, Global worming: massive invasion of North America by earthworms revealed. bioRxiv, 2022.06.27.497722 (2022).
3. J. Filser, et al., Soil fauna: key to new carbon models. SOIL 2, 565–582 (2016).
4. M. A. Bradford, et al., Managing uncertainty in soil carbon feedbacks to climate change. Nature Clim Change 6, 751–758 (2016).
5. S. E. Gilman, M. C. Urban, J. Tewksbury, G. W. Gilchrist, R. D. Holt, A framework for community interactions under climate change. Trends in Ecology & Evolution 25, 325–331 (2010).
6. G. Woodward, et al., Ecological Networks in a Changing Climate. Advances in Ecological Research 42, 72–138 (2010).
7. S. Wieczorek, P. Ashwin, C. M. Luke, P. M. Cox, Excitability in ramped systems: the compost-bomb instability. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 467, 1243–1269 (2011).
8. N. Lustenhouwer, et al., A trait-based understanding of wood decomposition by fungi. Proceedings of the National Academy of Sciences 117, 11551–11558 (2020).
9. J. Mathieu, J. T. Davies, Glaciation as an historical filter of below-ground biodiversity, Journal of Biogeography. Journal of Biogeography 41, 1204–1214 (2014).
10. O. Moine, et al., The impact of Last Glacial climate variability in west-European loess revealed by radiocarbon dating of fossil earthworm granules. Proceedings of the National Academy of Sciences 114, 6209–6214 (2017).
11. T. W. Crowther, et al., The global soil community and its influence on biogeochemistry. Science 365 (2019).References cited in our REPLY:
Fischer, W., Thomas, C. K., Zimov, N., and Göckede, M.: Grazing enhances carbon cycling but reduces methane emission during peak growing season in the Siberian Pleistocene Park tundra site, Biogeosciences, 19, 1611–1633, https://doi.org/10.5194/bg-19-1611-2022, 2022.
Gil, J., Marushchak, M. E., Rütting, T., Baggs, E. M., Pérez, T., Novakovskiy, A., Trubnikova, T., Kaverin, D., Martikainen, P. J., and Biasi, C.: Sources of nitrous oxide and the fate of mineral nitrogen in subarctic permafrost peat soils, Biogeosciences, 19, 2683–2698, https://doi.org/10.5194/bg-19-2683-2022, 2022.
Heffernan, L., Cavaco, M. A., Bhatia, M. P., Estop-Aragonés, C., Knorr, K.-H., and Olefeldt, D.: High peatland methane emissions following permafrost thaw: enhanced acetoclastic methanogenesis during early successional stages, Biogeosciences, 19, 3051–3071, https://doi.org/10.5194/bg-19-3051-2022, 2022.
Laurent, M., Fuchs, M., Herbst, T., Runge, A., Liebner, S., and Treat, C.: Relationships between greenhouse gas production and landscape position during short-term permafrost thaw under anaerobic conditions in the Lena Delta, Biogeosciences, Preprint, https://doi.org/10.5194/bg-2022-122, 2022.
Mauclet, E., Agnan, Y., Hirst, C., Monhonval, A., Pereira, B., Vandeuren, A., Villani, M., Ledman, J., Taylor, M., Jasinski, B. L., Schuur, E. A. G., and Opfergelt, S.: Changing sub-Arctic tundra vegetation upon permafrost degradation: impact on foliar mineral element cycling, Biogeosciences, 19, 2333–2351, https://doi.org/10.5194/bg-19-2333-2022, 2022.
Citation: https://doi.org/10.5194/bg-2022-215-AC1
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AC1: 'Reply on RC1', Gesche Blume-Werry, 25 Jan 2023
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RC2: 'Comment on bg-2022-215', Anonymous Referee #2, 21 Dec 2022
bg-2022-215
Author(s): Blume-Werry et al.,2022
Title: Ideas and perspectives: Alleviation of functional limitation by soil organisms is key to climate feedbacks from northern soils
General comments
This manuscript is about potential functional alleviation by soil functional groups in arctic soils in the context of permafrost melting. Here, the authors present ideas and perspectives on how soil fauna may impact the decomposition of carbon sources made available by melting permafrost. This topic deserves more attention, particularly since it could be applied on a larger scale by emphasizing the importance of the ecosystem's multifunctionality. Furthermore, the resilience of above- and belowground ecosystems is essential when discussing potential feedback loops regarding greenhouse gas emissions. Overall, I found the manuscript well written, clearly highlighting the major gaps in this field, and also proposing an interesting roadmap for future research. Below, I suggest venues for minor improvements:
1) In this paper, the authors present two different scenarios according to which artic soil communities are impacted and acted upon differently by abiotic factors such as temperature and community changes (scenario 1), and that the functional diversity of these communities is different and that functional trait limitation of these species is likely to be responsible for decomposition dynamics (scenario 2). Both scenarios are straightforward but could better present the effects of multifunctionality on the dynamics of organic matter decomposition. For instance, by underlining the importance of permafrost melting (i.e., artic environments) while linking the different functions played by the different groups of soil organisms and their impact on the functional ecology of these environments. For instance, additions could be made concerning the metabolic profile of soil microbial communities for specific carbon sources consumptions. Doing this could lead to complementary ideas and new perspectives to conclude with investigate, especially regarding experimental designs used and in this field.
Specific comments:
Figure 2 could be enlarged (panels a & b), and the headers (panel b) could be centered for better readability.
L 9 Abstract and keywords to put in alphabetical order?
L16 Maybe list/name of or more traits that could alleviate functional limitation?
L36 Clearly differentiate organisms' "traits" and "properties"
L37 bioturbation and litter fragmentation are not traits or either properties but more processes.
L59 What do you mean by “well by vertical (downward) dispersal of missing soil organisms”. This sentence might need additional information and clarification.
L64 "settle" instead of "arrive"?
L84 How might the permafrost open up new niches? Perhaps this idea could be expanded a bit more for clarification.
L182-183 What about the effect of topography/ elevation?
208-210 "… That is, there might not….", not sure if this sentence is clear, rephrase it?
L252-265 Figure title is too long, reformulate for clarity, maybe something like: "Latitudinal distribution of soil carbon above- and belowground biomass and functionally limited arctic soil food web according to two current scenarios. …".
Figure 1: mention that this figure is inspired by Crowther TW et al. 2019?
Figure 2a: prefer a description of the figure in the manuscript to a description in the figure's legend itself, this is unclear and needs to be clarified. It is essential to mention the data sources used to graph these results, but this should be part of the manuscript, for instance, when discussing used experimental design in arctic environments (see part 4).
Figure 2b: here, the legend describes the figure well, but some information is missing: an introductory sentence briefly describing what panel b shows, and some indicators: maybe write "Current food web" and not only "current," then center the text of each heading for more readability. Numbered each box could also be done to optimize the understanding of the legend (I= current food web, II= "business as usual" future scenario 1, III= "functional alleviation," future scenario 2 The greyed part illustrating the permafrost could be colored blue, as in figure 1.
Citation: https://doi.org/10.5194/bg-2022-215-RC2 -
AC2: 'Reply on RC2', Gesche Blume-Werry, 25 Jan 2023
General comments
This manuscript is about potential functional alleviation by soil functional groups in arctic soils in the context of permafrost melting. Here, the authors present ideas and perspectives on how soil fauna may impact the decomposition of carbon sources made available by melting permafrost. This topic deserves more attention, particularly since it could be applied on a larger scale by emphasizing the importance of the ecosystem's multifunctionality. Furthermore, the resilience of above- and belowground ecosystems is essential when discussing potential feedback loops regarding greenhouse gas emissions. Overall, I found the manuscript well written, clearly highlighting the major gaps in this field, and also proposing an interesting roadmap for future research. Below, I suggest venues for minor improvements:
1) In this paper, the authors present two different scenarios according to which artic soil communities are impacted and acted upon differently by abiotic factors such as temperature and community changes (scenario 1), and that the functional diversity of these communities is different and that functional trait limitation of these species is likely to be responsible for decomposition dynamics (scenario 2). Both scenarios are straightforward but could better present the effects of multifunctionality on the dynamics of organic matter decomposition. For instance, by underlining the importance of permafrost melting (i.e., artic environments) while linking the different functions played by the different groups of soil organisms and their impact on the functional ecology of these environments. For instance, additions could be made concerning the metabolic profile of soil microbial communities for specific carbon sources consumptions. Doing this could lead to complementary ideas and new perspectives to conclude with investigate, especially regarding experimental designs used and in this field.
REPLY:
If offered a chance to revise our manuscript, we will include a discussion about the complexity of organic matter decomposition (see also our reply to Reviewer #1). When it comes to dynamics of microbial metabolism, we believe that discussing the complex interplay between microbial dispersal, differing functional potential, coalescence or other community assembly processes, substrate availability and redox status would become overly specialized for an opinion piece. We can elaborate on these interesting thematics as an avenue for future research.
Specific comments:
Figure 2 could be enlarged (panels a & b), and the headers (panel b) could be centered for better readability.
REPLY: The size of the figure will of course depend on the typesetting of the journal, but we are happy if the figures are larger than they are now. We also changed the headings as suggested, see also our answer below.
L 9 Abstract and keywords to put in alphabetical order?
REPLY: Done.
L16 Maybe list/name of or more traits that could alleviate functional limitation?
REPLY: Yes, examples that could be added are the ability to perform nitrification, methanogenesis, microbivory, detritivory or burrowing in deeper soil layers.
L36 Clearly differentiate organisms' "traits" and "properties"
REPLY: Yes, this is not necessarily straightforward. Often the ‘traits’ themselves are not missing, but the trait ‘value’ that would have an effect on functions is missing. For example, some litter-dwelling earthworms may be present but the deeper burrowing species missing. Here, we are interested in ‘effect traits’, which we assume have a straightforward effect on processes. Thus, we partly refer to ‘properties’. We will specifically talk about ‘effect traits’ in a revised version of the manuscript, an alternative would be to talk about ‘functions’ instead to avoid confusion about the definition of traits.
L37 bioturbation and litter fragmentation are not traits or either properties but more processes.
REPLY: yes, changed to “for example those that stimulate bioturbation or litter fragmentation”
L59 What do you mean by “well by vertical (downward) dispersal of missing soil organisms”. This sentence might need additional information and clarification.
REPLY: Yes, there was a word missing. We changed this to “as well as by vertical (downward) dispersal of novel soil organisms”
L64 "settle" instead of "arrive"?
REPLY: Changed as suggested.
L84 How might the permafrost open up new niches? Perhaps this idea could be expanded a bit more for clarification.
REPLY: Expanded with: “as the physical barrier of frozen soils is removed and thus far fauna-free soils can be colonized”
L182-183 What about the effect of topography/ elevation?
REPLY: We are unfortunately not sure what is meant here.
208-210 "… That is, there might not….", not sure if this sentence is clear, rephrase it?
REPLY: Changed to: “This means that there might not only be more species with new properties in the topsoil but also…”
L252-265 Figure title is too long, reformulate for clarity, maybe something like: "Latitudinal distribution of soil carbon above- and belowground biomass and functionally limited arctic soil food web according to two current scenarios. …".
REPLY: We have shortened the figure legend, and added to b), as suggested below
Figure 1: mention that this figure is inspired by Crowther TW et al. 2019?
REPLY: You probably mean Fig. 2a. We will add that this figure is inspired by Crowther et al., but created with updated data sources and including currently and future frozen carbon pools, see also our response to Reviewer #1.
Figure 2a: prefer a description of the figure in the manuscript to a description in the figure's legend itself, this is unclear and needs to be clarified. It is essential to mention the data sources used to graph these results, but this should be part of the manuscript, for instance, when discussing used experimental design in arctic environments (see part 4).REPLY: Yes, we have moved this to the beginning of part 4.
Figure 2b: here, the legend describes the figure well, but some information is missing: an introductory sentence briefly describing what panel b shows,
and some indicators: maybe write "Current food web" and not only "current," then center the text of each heading for more readability. Numbered each box could also be done to optimize the understanding of the legend (I= current food web, II= "business as usual" future scenario 1, III= "functional alleviation," future scenario 2 The greyed part illustrating the permafrost could be colored blue, as in figure 1.
REPLY: We added the introductory sentence “Conceptual overview of the current food web and two different future scenarios.” to the figure legend, and changed the figure as suggested.
Citation: https://doi.org/10.5194/bg-2022-215-AC2
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AC2: 'Reply on RC2', Gesche Blume-Werry, 25 Jan 2023
Gesche Blume-Werry et al.
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